Essays about: "Domain Transfer"

Showing result 16 - 20 of 155 essays containing the words Domain Transfer.

  1. 16. Unsupervised Domain Adaptation for Regressive Annotation : Using Domain-Adversarial Training on Eye Image Data for Pupil Detection

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Erik Zetterström; [2023]
    Keywords : Neural networks; Deep learning; Convolutional neural networks; Transfer learning; Domain adaptation; Unsupervised training; Adversarial training; Keypoint detection; Regression; Neurala nätverk; Djupinlärning; Faltningsnätverk; Överförningsinlärning; Domänadaptering; Oövervakad inlärning; Motstående träning; Nyckelpunktsdetektion; Regression;

    Abstract : Machine learning has seen a rapid progress the last couple of decades, with more and more powerful neural network models continuously being presented. These neural networks require large amounts of data to train them. READ MORE

  3. 17. Development of HVAC simulations for truck cabins using OpenFOAM

    University essay from Linköpings universitet/Mekanisk värmeteori och strömningslära

    Author : Junaid Haider; [2023]
    Keywords : Computational Fluid Dynamics; OpenFOAM; Conjugate Heat Transfer; chtMultiRegionFoam;

    Abstract : In regions with cold climates, a layer of ice often forms on vehicle windshields, whichobstructs the driver’s view. To address this issue, vehicles are equipped with internal defrosters. However, at Scania, the evaluation of defroster design performancecurrently relies on time-consuming and costly physical testing. READ MORE

  4. 18. Data Generation in Metal Recycling Using Unconditional Diffusion Models

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Andersson Sebastian; [2023]
    Keywords : Machine learning; diffusion model; unconditional diffusion model; data generation; generative model;

    Abstract : Combitech AB was interested in how to automate the process of annotating aluminum scrap when it was adjacent to other metals. This was to ultimately create an annotated dataset that could be utilized for training a segmentation model. The idea was to make use of generative models to generate samples of general scrap metals. READ MORE

  5. 19. AI and Business Decision Making : Striking a Balance between Efficiency and Responsibility

    University essay from Karlstads universitet/Handelshögskolan (from 2013)

    Author : Filippa Lundberg; [2023]
    Keywords : Artificial intelligence; AI; Business decision-making; Strategic challenges; Legal challenges;

    Abstract : Numerous publications have expressed concerns regarding the use of artificial intelligence (AI) in business decision-making. These concerns encompass bias, competence, the absence of an AI development strategy, and the limited attention given to strategic and legal issues and explainability of AI decisions. READ MORE

  6. 20. Causal Reinforcement Learning for Bandits with Unobserved Confounders

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mingwei Deng; [2023]
    Keywords : ;

    Abstract : Reinforcement Learning (RL) has been recognized as a valuable tool in various fields. However, its application is limited by its reliance on extensive data through a trial-and-error approach and challenges in generalizing learned policies. READ MORE